Research interests

• Privacy-preserving algorithms and systems
• Explaining processes through which deep neural networks learn and infer
• Efficient machine learning
• Wearable electronics for athletic and medical applications
• Vison-based air pollution estimation
• Data compression
• Embedded systems design and synthesis
• Embedded systems security
• Embedded operating systems
• Integrated circuit synthesis
• Architectural implications of novel device technologies
• Thermal and power modeling and analysis
• Design, analysis, and validation of algorithms useful in embedded applications
• Multiobjective discrete and continuous optimization
• Embedded system applications such as wireless sensor networks

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